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Remote Sensing Image Classification Based on the HSI Transformation and Fuzzy Support Vector Machine

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2 Author(s)
Yuyong Cui ; Digital Eng. & Simulation Res. Center, Huazhong Univ. of Sci. & Technol., Wuhan, China ; Zhiyuan Zeng

For some different bands of the remote sensing have different information of the objects. To classifier the different objects, we use some assemble bands RGB image and give a transform named RGB to HIS. Then use the Fuzzy Support vector to classifier the transformed I from RGB model of some bands of the image assembles, which can classifier the image and get a good result, especially the road and some detail of the image can be correctly classifier. So it can improve the precise of the classification.

Published in:
Future Computer and Communication, 2009. ICFCC 2009. International Conference on

Date of Conference: 3-5 April 2009

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